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01/29/2022
Private Boosted Decision Trees via Smooth Re-Weighting
Protecting the privacy of people whose data is used by machine learning ...
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01/18/2022
Sparsification of Decomposable Submodular Functions
Submodular functions are at the core of many machine learning and data m...
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01/13/2022
The Ideal Membership Problem and Abelian Groups
Given polynomials f_0,…, f_k the Ideal Membership Problem, IMP for short...
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11/07/2020
On the Complexity of CSP-based Ideal Membership Problems
In this paper we consider the Ideal Membership Problem (IMP for short), ...
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06/28/2020
Fast and Private Submodular and k-Submodular Functions Maximization with Matroid Constraints
The problem of maximizing nonnegative monotone submodular functions unde...
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02/06/2019
